Article catalog

Here’s a complete list of articles and posts I’ve written. They are from my current blog, previous blog and other sources.

Impact of prompt masking on LLM agent planning performance
Repository
2024-06-26
Planner fine-tuning on synthetic agent trajectories
Repository, Notebook
2024-05-31
Separation of planning concerns in ReAct-style LLM agents
Repository, Notebook
2024-03-06
Schema-guided generation with open LLMs
Repository, Notebook
2023-12-18
Schema-guided generation in LangChain agents
Repository, Notebook
2023-12-10
Extending Visual ChatGPT with image search engines
Repository
2023-04-03
Training compute-optimal Perceiver AR language models
Repository, Notebook
2023-01-23
A gentle introduction to Rotary Position Embedding
Repository
2022-12-13
Using AWS SageMaker with minimal dependencies, part 2
Fault-tolerant model training on spot instances

Repository
2022-02-26
Using AWS SageMaker with minimal dependencies, part 1
Distributed model training with PyTorch Lightning

Repository
2022-01-21
Sparse Gaussian processes
Repository, Notebook
2020-12-12
Gaussian processes for classification
Repository, Notebook, Cited by
2020-11-04
Reliable uncertainty estimates for neural network predictions
Repository, Notebook
2020-09-25
Latent variable models, part 2
Stochastic variational inference and variational autoencoders

Repository, Notebook
2019-12-17
Latent variable models, part 1
Gaussian mixture models and the EM algorithm

Repository, Notebook
2019-11-21
Single image super-resolution with deep neural networks
Repository, Notebook, Cited by
2019-09-04
Variational inference in Bayesian neural networks
Repository, Notebook, Cited by
2019-03-14
Bayesian regression with linear basis function models
Repository, Notebook
2019-02-23
Weight normalization options for Keras and Tensorflow
Repository
2018-11-10
Deep feature consistent variational autoencoder
Repository, Notebook, Cited by
2018-07-27
Conditional generation via Bayesian optimization in latent space
Repository, Notebook
2018-04-07
Bayesian optimization
Repository, Notebook, Cited by
2018-03-21
Gaussian processes
Repository, Notebook, Cited by
2018-03-19
Deep face recognition with Keras, Dlib and OpenCV
Repository, Notebook, Cited by
2018-02-07
A service framework for operation-based CRDTs
Repository, Cited by1)
2016-10-19
A comparison of Akka Persistence with Eventuate
2015-05-25
Event sourcing at global scale
Repository, Cited by1)
2015-01-13
Introduction to Akka Persistence
2013-12-16
Eventsourced for Akka - A high-level technical overview
Repository
2013-03-20
Event sourcing and external service integration
Repository
2013-01-31
Using JAXB for XML and JSON APIs in Scala Web Applications
2012-02-23
Akka Producer Actors: New Features and Best Practices
2011-02-28
Akka Consumer Actors: New Features and Best Practices
2011-02-17
Akka and Camel, Appendix E of Camel in Action
2010-12-01
Introduction to the Open eHealth Integration Platform
Repository, Cited by
2010-10-01
Akka's grown-up hump
2010-08-30
Akka features for application integration
2010-04-03
Accessing a security-enabled Google App Engine service with Apache Camel
2010-02-07
Add OAuth to your web application with Apache Camel
2010-02-07
Accessing a security-enabled Google App Engine service from a Java client
2010-01-14
New features in grails-jaxrs 0.3
Repository
2009-12-12
Camel components for Google App Engine
2009-11-17
First steps with Apache Camel on Google App Engine
2009-10-18
IPF 2.0 milestone 2 and IPF Tools milestones released
Repository
2009-10-14
IPF 1.7.0 released
Repository
2009-10-07
New release of JSR 311 plugin for Grails
Repository
2009-09-23
JSR 311 plugin for Grails
Repository
2009-07-08
Moving towards IPF 1.7
Repository
2009-05-24
Open eHealth Integration Platform 1.6.0 released
Repository
2009-04-13
Geschützte Objekte - Instanzbasierte Zugriffskontrolle
Architekturkonzepte und Implementierung

Repository, Cited by
2007

1) Citation of the referenced Eventuate project.